Skip to main content

Advertisement

Log in

Symptom burden and its functional impact in patients with “symptomatic” relapsed or refractory multiple myeloma

  • Original Article
  • Published:
Supportive Care in Cancer Aims and scope Submit manuscript

Abstract

Purpose

Relapsed or refractory multiple myeloma (RRMM) is labeled “symptomatic” based on laboratory values, but not relevant to quantitative measure of patient’s perspectives. This study aimed to describe symptom burden, health status, and quality of life in RRMM patients.

Methods

The cross-sectional study included 184 MM patients (141 RRMM cases and 43 MM patients on follow-up without diagnosis/treatment of RRMM disease as controls), while 64 RRMM patients also provided longitudinal patient-reported outcomes (PROs) data. Symptomatic status was based on clinical measures of disease activity. PROs included the MD Anderson Symptom Inventory multiple myeloma module (MDASI-MM), single-item quality of life (SIQOL), and EuroQol-5D (EQ-5D). Wilcoxon rank test and effect size were used for comparisons. Regression models were used to describe symptom trajectory and to identify predictors of high symptom burden during 3 months of RRMM therapy.

Results

Most patients were clinically identified as symptomatic (93%). RRMM patients tended to report more severe symptoms, with significantly lower QOL scores and more severe fatigue, poor appetite, and lower enjoyment of life compared with controls (all p < 0.05). In RRMM patients, lower hemoglobin and higher B-2 microglobulin levels significantly correlated with higher burdens of fatigue, pain, and muscle weakness and also with lower QOL and EQ-5D scores (all p < 0.05). During RRMM therapy, being female, with any comorbidity, ≥ 65 years old, and ≥ 5 years MM history, contributed to high symptoms burden and poor QOL status (each p < 0.05).

Conclusions

MDASI-MM modules were sensitive to detect the RRMM-related symptoms burden, which correlated with objective clinical measures. RRMM patients reported a more compromised QOL.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  1. Siegel DS, Dimopoulos MA, Ludwig H, Facon T, Goldschmidt H, Jakubowiak A, San-Miguel J, Obreja M, Blaedel J, Stewart AK (2018) Improvement in overall survival with carfilzomib, lenalidomide, and dexamethasone in patients with relapsed or refractory multiple myeloma. J Clin Oncol 36(8):728–734. https://doi.org/10.1200/jco.2017.76.5032

    Article  CAS  PubMed  Google Scholar 

  2. Brenner H, Gondos A, Pulte D (2008) Recent major improvement in long-term survival of younger patients with multiple myeloma. Blood 111(5):2521–2526. https://doi.org/10.1182/blood-2007-08-104984

    Article  CAS  PubMed  Google Scholar 

  3. Song X, Cong Z, Wilson K (2016) Real-world treatment patterns, comorbidities, and disease-related complications in patients with multiple myeloma in the United States. Curr Med Res Opin 32(1):95–103. https://doi.org/10.1185/03007995.2015.1105202

    Article  CAS  PubMed  Google Scholar 

  4. Boland E, Eiser C, Ezaydi Y, Greenfield DM, Ahmedzai SH, Snowden JA (2013) Living with advanced but stable multiple myeloma: a study of the symptom burden and cumulative effects of disease and intensive (hematopoietic stem cell transplant-based) treatment on health-related quality of life. J Pain Symptom Manag 46(5):671–680. https://doi.org/10.1016/j.jpainsymman.2012.11.003

    Article  Google Scholar 

  5. NCCN (2019) Clinical practice guidelines-multiple myeloma. https://www.nccn.org/professionals/physician_gls/pdf/myeloma.pdf. Accessed 10 Oct 2019

  6. Sparano F, Cavo M, Niscola P, Caravita T, Efficace F (2018) Patient-reported outcomes in relapsed/refractory multiple myeloma: a systematic review. Support Care Cancer 26(7):2075–2090. https://doi.org/10.1007/s00520-018-4137-x

    Article  PubMed  Google Scholar 

  7. Mols F, Oerlemans S, Vos AH, Koster A, Verelst S, Sonneveld P, van de Poll-Franse LV (2012) Health-related quality of life and disease-specific complaints among multiple myeloma patients up to 10 yr after diagnosis: results from a population-based study using the PROFILES registry. Eur J Haematol 89(4):311–319. https://doi.org/10.1111/j.1600-0609.2012.01831.x

    Article  PubMed  Google Scholar 

  8. Kvam AK, Fayers P, Hjermstad M, Gulbrandsen N, Wisloff F (2009) Health-related quality of life assessment in randomised controlled trials in multiple myeloma: a critical review of methodology and impact on treatment recommendations. Eur J Haematol 83(4):279–289. https://doi.org/10.1111/j.1600-0609.2009.01303.x

    Article  PubMed  Google Scholar 

  9. Schumacher M, Olschewski M, Schulgen G (1991) Assessment of quality of life in clinical trials. Stat Med 10(12):1915–1930. https://doi.org/10.1002/sim.4780101207

    Article  CAS  PubMed  Google Scholar 

  10. Jones D, Vichaya EG, Wang XS, Williams LA, Shah ND, Thomas SK, Johnson VE, Champlin RE, Cleeland CS, Mendoza TR (2013) Validation of the M. D. Anderson Symptom Inventory multiple myeloma module. J Hematol Oncol 6:13. https://doi.org/10.1186/1756-8722-6-13

    Article  PubMed  PubMed Central  Google Scholar 

  11. Cleeland CS, Mendoza TR, Wang XS, Chou C, Harle MT, Morrissey M, Engstrom MC (2000) Assessing symptom distress in cancer patients: the M.D. Anderson Symptom Inventory. Cancer 89(7):1634–1646. https://doi.org/10.1002/1097-0142(20001001)89:7<1634::aid-cncr29>3.0.co;2-v

    Article  CAS  PubMed  Google Scholar 

  12. Pei XY, Dai Y, Grant S (2004) Synergistic induction of oxidative injury and apoptosis in human multiple myeloma cells by the proteasome inhibitor bortezomib and histone deacetylase inhibitors. Clin Cancer Res 10(11):3839–3852. https://doi.org/10.1158/1078-0432.Ccr-03-0561

    Article  CAS  PubMed  Google Scholar 

  13. Richardson PG, Briemberg H, Jagannath S, Wen PY, Barlogie B, Berenson J, Singhal S, Siegel DS, Irwin D, Schuster M, Srkalovic G, Alexanian R, Rajkumar SV, Limentani S, Alsina M, Orlowski RZ, Najarian K, Esseltine D, Anderson KC, Amato AA (2006) Frequency, characteristics, and reversibility of peripheral neuropathy during treatment of advanced multiple myeloma with bortezomib. J Clin Oncol 24(19):3113–3120. https://doi.org/10.1200/jco.2005.04.7779

    Article  CAS  PubMed  Google Scholar 

  14. NCI Cancer Stat Facts: Myeloma. https://seer.cancer.gov/statfacts/html/mulmy.html. Accessed 10 Oct 2019

  15. van der Poel MW, Oerlemans S, Schouten HC, van de Poll-Franse LV (2015) Elderly multiple myeloma patients experience less deterioration in health-related quality of life than younger patients compared to a normative population: a study from the population-based PROFILES registry. Ann Hematol 94(4):651–661. https://doi.org/10.1007/s00277-014-2264-0

    Article  PubMed  Google Scholar 

  16. Pathak RD, Jayaraj K, Blonde L (2003) Thalidomide-associated hyperglycemia and diabetes: case report and review of literature. Diabetes Care 26(4):1322–1323. https://doi.org/10.2337/diacare.26.4.1322-a

    Article  PubMed  Google Scholar 

  17. Badros A, Goloubeva O, Dalal JS, Can I, Thompson J, Rapoport AP, Heyman M, Akpek G, Fenton RG (2007) Neurotoxicity of bortezomib therapy in multiple myeloma: a single-center experience and review of the literature. Cancer 110(5):1042–1049. https://doi.org/10.1002/cncr.22921

    Article  CAS  PubMed  Google Scholar 

  18. Kurtin S (2013) Relapsed or relapsed/refractory multiple myeloma. J Adv Pract Oncol 4(Suppl 1):5–14

    Google Scholar 

  19. Hjorth M, Hjertner O, Knudsen LM, Gulbrandsen N, Holmberg E, Pedersen PT, Andersen NF, Andreasson B, Billstrom R, Carlson K, Carlsson MS, Flogegard M, Forsberg K, Gimsing P, Karlsson T, Linder O, Nahi H, Othzen A, Swedin A (2012) Thalidomide and dexamethasone vs. bortezomib and dexamethasone for melphalan refractory myeloma: a randomized study. Eur J Haematol 88(6):485–496. https://doi.org/10.1111/j.1600-0609.2012.01775.x

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Ramsenthaler C, Osborne TR, Gao W, Siegert RJ, Edmonds PM, Schey SA, Higginson IJ (2016) The impact of disease-related symptoms and palliative care concerns on health-related quality of life in multiple myeloma: a multi-centre study. BMC Cancer 16:427. https://doi.org/10.1186/s12885-016-2410-2

    Article  PubMed  PubMed Central  Google Scholar 

  21. Ramsenthaler C, Kane P, Gao W, Siegert RJ, Edmonds PM, Schey SA, Higginson IJ (2016) Prevalence of symptoms in patients with multiple myeloma: a systematic review and meta-analysis. Eur J Haematol 97(5):416–429. https://doi.org/10.1111/ejh.12790

    Article  PubMed  Google Scholar 

  22. Österborg A, Brandberg Y, Molostova V, Iosava G, Abdulkadyrov K, Hedenus M, Messinger D (2002) Randomized, double-blind, placebo-controlled trial of recombinant human erythropoietin, epoetin beta, in hematologic malignancies. J Clin Oncol 20(10):2486–2494. https://doi.org/10.1200/jco.2002.08.131

    Article  PubMed  Google Scholar 

  23. Thomas ML (1998) Impact of anemia and fatigue on quality of life in cancer patients: a brief review. Med Oncol 15(Suppl 1):S3–S7

    PubMed  Google Scholar 

  24. Proskorovsky I, Lewis P, Williams CD, Jordan K, Kyriakou C, Ishak J, Davies FE (2014) Mapping EORTC QLQ-C30 and QLQ-MY20 to EQ-5D in patients with multiple myeloma. Health Qual Life Outcomes 12:35. https://doi.org/10.1186/1477-7525-12-35

    Article  PubMed  PubMed Central  Google Scholar 

  25. WislØff F, Hjorth M (1997) Health-related quality of life assessed before and during chemotherapy predicts for survival in multiple myeloma. Br J Haematol 97(1):29–37. https://doi.org/10.1046/j.1365-2141.1997.222667.x

    Article  PubMed  Google Scholar 

  26. Dubois D, Dhawan R, van de Velde H, Esseltine D, Gupta S, Viala M, de la Loge C (2006) Descriptive and prognostic value of patient-reported outcomes: the bortezomib experience in relapsed and refractory multiple myeloma. J Clin Oncol 4(6):976–982. https://doi.org/10.1200/jco.2005.04.0824

    Article  Google Scholar 

  27. Viala M, Bhakar AL, de la Loge C, van de Velde H, Esseltine D, Chang M, Dhawan R, Dubois D (2007) Patient-reported outcomes helped predict survival in multiple myeloma using partial least squares analysis. J Clin Epidemiol 60(7):670–679. https://doi.org/10.1016/j.jclinepi.2006.10.006

    Article  PubMed  Google Scholar 

  28. Moreau P, Masszi T, Grzasko N, Bahlis NJ, Hansson M, Pour L, Sandhu I, Ganly P, Baker BW, Jackson SR, Stoppa AM, Simpson DR, Gimsing P, Palumbo A, Garderet L, Cavo M, Kumar S, Touzeau C, Buadi FK, Laubach JP, Berg DT, Lin J, Di Bacco A, Hui AM, van de Velde H, Richardson PG (2016) Oral ixazomib, lenalidomide, and dexamethasone for multiple myeloma. N Engl J Med 374(17):1621–1634. https://doi.org/10.1056/NEJMoa1516282

    Article  CAS  PubMed  Google Scholar 

  29. Lonial S, Dimopoulos M, Palumbo A, White D, Grosicki S, Spicka I, Walter-Croneck A, Moreau P, Mateos M-V, Magen H, Belch A, Reece D, Beksac M, Spencer A, Oakervee H, Orlowski RZ, Taniwaki M, Röllig C, Einsele H, Wu KL, Singhal A, San-Miguel J, Matsumoto M, Katz J, Bleickardt E, Poulart V, Anderson KC, Richardson P (2015) Elotuzumab therapy for relapsed or refractory multiple myeloma. N Engl J Med 373(7):621–631. https://doi.org/10.1056/NEJMoa1505654

    Article  CAS  PubMed  Google Scholar 

  30. Stewart AK, Dimopoulos MA, Masszi T, Špička I, Oriol A, Hájek R, Rosiñol L, Siegel DS, Niesvizky R, Jakubowiak AJ, San-Miguel JF, Ludwig H, Buchanan J, Cocks K, Yang X, Xing B, Zojwalla N, Tonda M, Moreau P, Palumbo A (2016) Health-related quality-of-life results from the open-label, randomized, phase III ASPIRE trial evaluating carfilzomib, lenalidomide, and dexamethasone versus lenalidomide and dexamethasone in patients with relapsed multiple myeloma. J Clin Oncol 34(32):3921–3930. https://doi.org/10.1200/JCO.2016.66.9648

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Lee SJ, Richardson PG, Sonneveld P, Schuster MW, Irwin D, San Miguel JF, Crawford B, Massaro J, Dhawan R, Gupta S, Anderson KC (2008) Bortezomib is associated with better health-related quality of life than high-dose dexamethasone in patients with relapsed multiple myeloma: results from the APEX study. Br J Haematol 143(4):511–519. https://doi.org/10.1111/j.1365-2141.2008.07378.x

    Article  CAS  PubMed  Google Scholar 

  32. Bringhen S, Mateos MV, Zweegman S, Larocca A, Falcone AP, Oriol A, Rossi D, Cavalli M, Wijermans P, Ria R, Offidani M, Lahuerta JJ, Liberati AM, Mina R, Callea V, Schaafsma M, Cerrato C, Marasca R, Franceschini L, Evangelista A, Teruel A-I, van der Holt B, Montefusco V, Ciccone G, Boccadoro M, Miguel JS, Sonneveld P, Palumbo A (2013) Age and organ damage correlate with poor survival in myeloma patients: meta-analysis of 1435 individual patient data from 4 randomized trials. Haematologica 98(6):980–987. https://doi.org/10.3324/haematol.2012.075051

    Article  PubMed  PubMed Central  Google Scholar 

  33. Niscola P, Scaramucci L, Efficace F (2019) Towards the integration of patient-reported outcomes into the global clinical management of multiple myeloma. Expert Rev Hematol 12(9):703–705. https://doi.org/10.1080/17474086.2019.1645005

    Article  CAS  PubMed  Google Scholar 

  34. Wildes TM, Rosko A, Tuchman SA (2014) Multiple myeloma in the older adult: better prospects, more challenges. J Clin Oncol 32(24):2531–2540. https://doi.org/10.1200/jco.2014.55.1028

    Article  PubMed  PubMed Central  Google Scholar 

  35. Smith BD, Smith GL, Hurria A, Hortobagyi GN, Buchholz TA (2009) Future of cancer incidence in the United States: burdens upon an aging, changing nation. J Clin Oncol 27(17):2758–2765. https://doi.org/10.1200/jco.2008.20.8983

    Article  PubMed  Google Scholar 

Download references

Funding

The study was supported by the Bristol-Myers Squibb and the National Institutes of Health/National Cancer Institution under award number P30CA016672 and used the Clinical Trials Office.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xin Shelley Wang.

Ethics declarations

Conflict of interest

Teresa M. Zyczynski and Catherine Davis are employees of Bristol-Myers Squibb. The MD Anderson Symptom Inventory (MDASI) and its modules are copyrighted and licensed by The University of Texas MD Anderson Cancer Center and Charles S. Cleeland. Charles Cleeland and Xin Shelley Wang have a financial interest in the MDASI and its modules. The authors have no other financial conflict of interest to disclose. The other authors declare that they have no conflict of interest.

Informed consent

Informed consent was obtained from all individual participants included in the study.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional review committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kamal, M., Wang, X.S., Shi, Q. et al. Symptom burden and its functional impact in patients with “symptomatic” relapsed or refractory multiple myeloma. Support Care Cancer 29, 467–475 (2021). https://doi.org/10.1007/s00520-020-05493-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00520-020-05493-y

Keywords

Navigation